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Tentative Programme (CEST Time Zone)
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Welcome
09:00 - 09:30
Team Assignments
09:30 - 10:00
Lunch
13:00 - 14:00
Q&A
17:30 - 19:00
Dinner
19:00 - 20:00
Project Time
20:00 - 22:00
Q&A Image Restoration
11:30 - 12:00
Lunch
13:00 - 14:00
Theory Q&A
15:00 - 18:00
Q&A
18:00 - 19:00
Dinner
19:00 - 20:00
Project Time
20:00 - 22:00
Q&A Instance Segmentation
11:00 - 11:30
Lunch
13:00 - 14:00
Q&A
18:00 - 19:00
Dinner
19:00 - 20:00
Project Time
20:00 - 22:00
Project Time Kickoff
10:00 - 11:00
Project Time
11:00 - 13:00
Lunch
13:00 - 14:00
Project Time
14:00 - 17:00
Dinner
19:00 - 20:00
Project Time
20:00 - 22:00
Project Check-in
09:00 - 10:00
Project Time
10:00 - 13:00
Lunch
13:00 - 14:00
Prepare Presentations
14:00 - 16:00
Participants Presentations
16:00 - 17:30
10:00 - 11:00
DL4MIA
Exercise 0: Connect to VDIs, Gather, Slack
Joran Deschamps
Image Analysis Researcher and Research Software Engineer Coordinator, HT, Jug Group (Italy)
DL4MIA
11:00 - 12:00
DL4MIA
Lecture 1: Deep Learning for Microscopy
Virginie Uhlmann
Group Leader, EMBL-EBI (UK)
DL4MIA
12:00 - 13:00
DL4MIA
Lecture 2: Deep Learning in a Nutshell
Florian Jug
Research Group Leader, Head of Image Analysis Facility, HT (Italy)
DL4MIA
14:00 - 17:30
DL4MIA
Exercise 1: Introduction to Machine Learning and Deep Learning
DL4MIA
09:00 - 11:30
DL4MIA
Lecture 3: Image Restoration
Alexander Krull
Lecturer, University of Birmingham (UK)
DL4MIA
12:00 - 13:00
DL4MIA
Exercise 2: Image Restoration
DL4MIA
14:00 - 15:00
DL4MIA
Continue Exercise 2: Image Restoration
DL4MIA
09:00 - 10:00
DL4MIA
Lecture 4: Semantic Segmentation
Anna Kreshuk
Group Leader, EMBL (Germany)
DL4MIA
10:00 - 11:00
DL4MIA
Lecture 5: Instance Segmentation
Carsen Stringer
Group Leader, HHMI’s Janelia Research Campus (USA)
DL4MIA
11:30 - 13:00
DL4MIA
Exercises 3: Pixel Classification and Instance Segmentation
DL4MIA
14:00 - 17:00
DL4MIA
Continue Exercise 3: Pixel Classification and Instance Segmentation
DL4MIA
17:00 - 18:00
DL4MIA
Science Lecture: From GitHub to Zero to AI4Life
Estibaliz Gómez de Mariscal
Postdoctoral researcher, Instituto Gulbenkian de Ciência (Portugal)
DL4MIA
09:00 - 10:00
DL4MIA
Lecture 6: Ground Truth Generation
Wei Ouyang
Assistant Professor, KTH (Sweden)
Damian dalle Nogare
Manager Image Analysis Facility, HT, Jug Group (Italy)
DL4MIA
17:00 - 19:00
DL4MIA
Science Lecture
Jan Funke
Group Leader, HHMI’s Janelia Research Campus (USA)
DL4MIA